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ID | Описание | Дата |
---|---|---|
621a9ab7-c892-42d8-b0f9-5e4be4a2a0f2 | engineer viral e-markets | 1992-12-14 |
facb7252-fec1-4312-93e2-bfb08e74c850 | enable best-of-breed action-items | 2018-04-24 |
449b9e5b-5e6d-4fa3-8938-541e5972d41e | aggregate end-to-end content | 1996-01-25 |
ed75821f-e613-46ef-93f2-26e8a2f47c5c | maximize open-source markets | 2002-04-24 |
ff96934b-de05-4dbd-aefb-af435cadf0b2 | disintermediate clicks-and-mortar methodologies | 1979-12-06 |
Age | Occupation | Annual_Income | Num_Bank_Accounts | Num_Credit_Card | Interest_Rate | Num_of_Loan | Delay_from_due_date | Num_of_Delayed_Payment | Changed_Credit_Limit | Num_Credit_Inquiries | Credit_Mix | Outstanding_Debt | Credit_Utilization_Ratio | Payment_of_Min_Amount | Total_EMI_per_month | Amount_invested_monthly | Payment_Behaviour | Monthly_Balance | Credit_Score | Credit_History_Age_Months |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Manager | 16953.985 | 4 | 5 | 4 | 2 | 1 | 4 | 10.64 | 5.0 | Good | 554.48 | 24.756990 | No | 18.286009 | 24.234123 | High_spent_Medium_value_payments | 375.963076 | Poor | 335 |
54 | Writer | 61669.470 | 3 | 6 | 13 | 0 | 23 | 18 | 6.94 | 3.0 | Standard | 1083.29 | 34.468117 | No | 0.000000 | 257.345418 | High_spent_Small_value_payments | 521.666832 | Standard | 386 |
38 | Accountant | 12062.270 | 4 | 3 | 13 | 3 | 14 | 16 | 9.79 | 10.0 | Standard | 1334.81 | 35.710118 | Yes | 21.408736 | 0.000000 | Low_spent_Small_value_payments | 288.684210 | Standard | 237 |
42 | Musician | 87027.660 | 1 | 6 | 5 | 3 | 30 | 8 | 5.96 | 2.0 | Good | 884.63 | 40.262432 | No | 139.934283 | 308.838029 | Low_spent_Medium_value_payments | 580.658188 | Poor | 213 |
53 | Journalist | 22246.440 | 4 | 6 | 20 | 2 | 25 | 15 | 11.04 | 3.0 | Standard | 8.20 | 30.249331 | No | 28.446055 | 0.000000 | Low_spent_Small_value_payments | 354.345723 | Poor | 270 |
42 | Lawyer | 75050.370 | 7 | 7 | 11 | 4 | 8 | 15 | 10.58 | 5.0 | Standard | 509.49 | 29.419666 | Yes | 179.896879 | 0.000000 | High_spent_Small_value_payments | 470.180816 | Standard | 203 |
41 | Journalist | 35733.690 | 4 | 3 | 11 | 2 | 8 | 0 | 2.71 | 2.0 | Good | 63.44 | 36.817009 | No | 44.650819 | 93.840373 | High_spent_Small_value_payments | 416.889558 | Good | 389 |
29 | Doctor | 89190.570 | 3 | 4 | 19 | 3 | 21 | 10 | 2.18 | 0.0 | Standard | 1427.36 | 36.202356 | Yes | 165.483904 | 526.193746 | Low_spent_Medium_value_payments | 301.877100 | Standard | 313 |
42 | Journalist | 34216.850 | 4 | 5 | 12 | 0 | 29 | 19 | 18.41 | 11.0 | Standard | 1283.78 | 38.774149 | Yes | 0.000000 | 69.007779 | High_spent_Medium_value_payments | 452.832638 | Standard | 266 |
38 | Journalist | 68392.180 | 0 | 5 | 12 | 3 | 15 | 5 | 10.78 | 3.0 | Good | 719.20 | 35.174040 | No | 108.401850 | 307.090783 | High_spent_Small_value_payments | 406.742200 | Good | 327 |
44 | Doctor | 81066.720 | 8 | 3 | 18 | 3 | 15 | 17 | 0.14 | 4.0 | Standard | 721.45 | 34.459812 | Yes | 170.829327 | 291.626798 | Low_spent_Medium_value_payments | 481.499875 | Standard | 352 |
33 | Developer | 11550.325 | 5 | 7 | 15 | 2 | 22 | 19 | 1.46 | 0.0 | Standard | 689.44 | 30.620108 | No | 10.290885 | 93.032048 | Low_spent_Small_value_payments | 281.429775 | Standard | 209 |
50 | Engineer | 53876.660 | 3 | 4 | 12 | 0 | 16 | 14 | 5.38 | 6.0 | Standard | 808.80 | 25.985892 | No | 0.000000 | 68.890061 | High_spent_Medium_value_payments | 605.882106 | Standard | 290 |
48 | Developer | 34960.250 | 6 | 7 | 16 | 0 | 8 | 13 | 8.04 | 1.0 | Standard | 1364.64 | 35.282637 | No | 0.000000 | 168.863958 | High_spent_Small_value_payments | 395.671458 | Good | 284 |
36 | Entrepreneur | 77883.540 | 3 | 7 | 6 | 0 | 17 | 9 | 0.00 | 6.0 | Good | 656.57 | 39.267503 | No | 0.000000 | 143.599480 | High_spent_Large_value_payments | 725.430020 | Good | 368 |
43 | Journalist | 33208.010 | 0 | 7 | 9 | 4 | 6 | 5 | 18.11 | 5.0 | Good | 407.86 | 34.090413 | NM | 75.660274 | 222.475578 | Low_spent_Medium_value_payments | 231.297564 | Standard | 343 |
37 | Architect | 33868.830 | 5 | 3 | 16 | 4 | 11 | 15 | 8.20 | 7.0 | Standard | 664.61 | 26.026320 | NM | 56.467571 | 32.683058 | High_spent_Large_value_payments | 457.389621 | Standard | 135 |
56 | Lawyer | 17199.795 | 8 | 6 | 20 | 4 | 30 | 9 | 18.28 | 5.0 | Standard | 1285.78 | 38.589576 | Yes | 35.003769 | 94.591969 | Low_spent_Small_value_payments | 309.335887 | Standard | 186 |
29 | Media_Manager | 33312.690 | 3 | 6 | 5 | 0 | 31 | 14 | 8.23 | 4.0 | Standard | 499.74 | 25.904986 | Yes | 0.000000 | 298.368952 | Low_spent_Small_value_payments | 296.436798 | Standard | 264 |
24 | Accountant | 69905.360 | 6 | 5 | 14 | 3 | 21 | 0 | 0.59 | 1.0 | Standard | 1216.15 | 28.036395 | No | 160.901574 | 201.214319 | High_spent_Medium_value_payments | 496.928774 | Standard | 0 |
28 | Lawyer | 52639.650 | 3 | 6 | 9 | 4 | 27 | 8 | 9.00 | 6.0 | Standard | 1477.09 | 38.089216 | Yes | 109.953471 | 0.000000 | Low_spent_Small_value_payments | 46.071824 | Poor | 126 |
20 | Doctor | 35075.330 | 7 | 5 | 9 | 1 | 0 | 14 | 5.31 | 2.0 | Standard | 441.46 | 29.995279 | No | 28.573031 | 300.415963 | Low_spent_Medium_value_payments | 272.405423 | Standard | 182 |
19 | Developer | 69348.700 | 8 | 7 | 11 | 0 | 19 | 8 | 3.53 | 0.0 | Standard | 973.83 | 35.008324 | No | 0.000000 | 201.499276 | Low_spent_Small_value_payments | 639.706557 | Standard | 363 |
55 | Manager | 54054.180 | 6 | 6 | 10 | 0 | 12 | 19 | 9.07 | 4.0 | Good | 583.79 | 39.097492 | No | 0.000000 | 399.986980 | Low_spent_Large_value_payments | 299.664520 | Good | 276 |
55 | Architect | 14230.995 | 3 | 3 | 10 | 4 | 10 | 6 | 7.64 | 0.0 | Good | 626.64 | 32.337571 | No | 44.913080 | 38.069617 | High_spent_Small_value_payments | 315.208928 | Standard | 394 |
32 | Manager | 33032.460 | 8 | 7 | 20 | 2 | 29 | 11 | 8.68 | 8.0 | Standard | 891.29 | 31.171298 | Yes | 35.275234 | 158.350837 | Low_spent_Small_value_payments | 380.644429 | Standard | 186 |
19 | Architect | 88602.000 | 6 | 4 | 15 | 2 | 14 | 15 | 6.43 | 0.0 | Standard | 74.12 | 36.445915 | No | 94.560809 | 202.703876 | Low_spent_Large_value_payments | 689.485315 | Standard | 241 |
36 | Teacher | 107304.420 | 1 | 4 | 7 | 0 | 0 | 10 | 1.45 | 4.0 | Good | 1171.11 | 33.265415 | No | 0.000000 | 379.784056 | High_spent_Medium_value_payments | 763.819444 | Standard | 227 |
38 | Manager | 65214.960 | 2 | 1 | 12 | 0 | 0 | 9 | 4.82 | 2.0 | Good | 341.02 | 39.343403 | No | 0.000000 | 146.278709 | High_spent_Medium_value_payments | 644.079291 | Good | 308 |
49 | Engineer | 116224.680 | 0 | 3 | 8 | 1 | 10 | 0 | 5.01 | 0.0 | Good | 1388.02 | 44.766939 | No | 59.586054 | 117.344070 | High_spent_Large_value_payments | 1050.408876 | Standard | 0 |
35 | Manager | 31503.240 | 0 | 5 | 6 | 0 | 15 | 9 | 5.47 | 5.0 | Good | 628.79 | 25.068432 | No | 0.000000 | 187.817227 | Low_spent_Small_value_payments | 393.309773 | Standard | 388 |
23 | Scientist | 18940.820 | 9 | 5 | 33 | 6 | 54 | 15 | 9.11 | 12.0 | Bad | 1327.42 | 38.638302 | Yes | 87.857445 | 36.861390 | High_spent_Medium_value_payments | 253.421332 | Poor | 189 |
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